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May 2018

Geospatial analysis with Google Earth Engine

May 24 @ 2:00 pm - 5:00 pm

Google Earth Engine (GEE) combines a multi-petabyte catalog of satellite imagery and geospatial datasets with planetary-scale analysis capabilities. This workshop will provide an introduction to GEE. We will cover data…

Introduction to SPSS

May 31 @ 9:00 am - 4:30 pm
Presenters: Corey Powell, CSCAR

Audience: Never before SPSS users who will be using SPSS for Windows.  Those using SPSS for Unix or Macintosh should email the instructor at cpow@umich.edu before enrolling. Note: Topic order is subject…

June 2018

Communications & Signal Processing Tutorial (CSP)

June 8 @ 10:00 am - 1:00 pm
Location: EECS 1303, 1301 Beal Avenue
Ann Arbor, MI 48109 United States

Speaker:  Rajesh Sundaresan, Professor, Indian Institute of Science, Department of Electrical Communication Engineering Title:  "Application of Belief Propagation for Optimization in Structures Spaces" Tutorial Abstract:  The tutorial will provide an overview of the…

Introduction to Deep Neural Networks with Keras/Tensorflow

June 11 @ 10:00 am - 12:00 pm

Deep Neural Networks (DNNs) are used as a machine learning method for both regression and classification problems. Keras is a high-level, Python interface running on top of multiple neural network libraries,…

Classification, Regression and Model Selection using Python’s Scikit-learn

June 15 @ 2:00 pm - 4:45 pm

This workshop will introduce participants to machine learning in Python. We’ll start with a brief explanation of Anaconda and the Jupyter notebook environment (although not required for the participant, the…

Spatial point process models

June 22 @ 1:00 pm - 4:30 pm

This is the first workshop in a series of three workshops that will cover spatial modeling of three broad classes of data: (i) spatial point pattern, (ii) discrete spatial variation…

July 2018

Spatial regression

July 26 @ 2:00 pm - 5:00 pm

This workshop will develop introductory concepts, tools, and techniques to model spatially referenced data observed over a regular or irregular grid. We will cover models such as spatial autoregressive that…

August 2018

Geostatistical modeling

August 28 @ 2:00 pm - 4:30 pm

Geostatistics deals with continuous variation over space and emphasizes the idea of spatial correlation via covariance. It is widely used for spatial interpolation. We will use ArcGIS and R to…